AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline logloss 1.35895 1.42
2_DecisionTree Decision Tree logloss 0.638737 26.51
3_Linear Linear logloss 0.737755 15.63
the best 4_Default_Xgboost Xgboost logloss 0.175651 40.78
5_Default_NeuralNetwork Neural Network logloss 0.364518 9.07
6_Default_RandomForest Random Forest logloss 0.527478 18.71
Ensemble Ensemble logloss 0.175651 0.52

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation